3 papers
cs.AI2026
Agentic Business Process Management Systems
Marlon Dumas, Fredrik Milani, David Chapela-Campa
Since the early 90s, the evolution of the Business Process Management (BPM) discipline has been punctuated by successive waves of automation technologies. Some of these technologie…
cs.SE2025
What's Coming Next? Short-Term Simulation of Business Processes from Current State
Maksym Avramenko, David Chapela-Campa, Marlon Dumas +1
Business process simulation is an approach to evaluate business process changes prior to implementation. Existing methods in this field primarily support tactical decision-making,…
cs.SE2025
Efficient Online Computation of Business Process State From Trace Prefixes via N-Gram Indexing
David Chapela-Campa, Marlon Dumas
This paper addresses the following problem: Given a process model and an event log containing trace prefixes of ongoing cases of a process, map each case to its corresponding state…